#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 r24907 = 1;
        float r24908 = x;
        float r24909 = exp(r24908);
        float r24910 = r24907 + r24909;
        float r24911 = log(r24910);
        float r24912 = y;
        float r24913 = r24908 * r24912;
        float r24914 = r24911 - r24913;
        return r24914;
}

double f_id(double x, double y) {
        double r24915 = 1;
        double r24916 = x;
        double r24917 = exp(r24916);
        double r24918 = r24915 + r24917;
        double r24919 = log(r24918);
        double r24920 = y;
        double r24921 = r24916 * r24920;
        double r24922 = r24919 - r24921;
        return r24922;
}


double f_of(float x, float y) {
        float r24923 = x;
        float r24924 = exp(r24923);
        float r24925 = log1p(r24924);
        float r24926 = y;
        float r24927 = r24926 * r24923;
        float r24928 = r24925 - r24927;
        return r24928;
}

double f_od(double x, double y) {
        double r24929 = x;
        double r24930 = exp(r24929);
        double r24931 = log1p(r24930);
        double r24932 = y;
        double r24933 = r24932 * r24929;
        double r24934 = r24931 - r24933;
        return r24934;
}

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 r24935, r24936, r24937, r24938, r24939, r24940, r24941, r24942;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24935, "1", 10, MPFR_RNDN);
        mpfr_init(r24936);
        mpfr_init(r24937);
        mpfr_init(r24938);
        mpfr_init(r24939);
        mpfr_init(r24940);
        mpfr_init(r24941);
        mpfr_init(r24942);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24936, x, MPFR_RNDN);
        mpfr_exp(r24937, r24936, MPFR_RNDN);
        mpfr_add(r24938, r24935, r24937, MPFR_RNDN);
        mpfr_log(r24939, r24938, MPFR_RNDN);
        mpfr_set_d(r24940, y, MPFR_RNDN);
        mpfr_mul(r24941, r24936, r24940, MPFR_RNDN);
        mpfr_sub(r24942, r24939, r24941, MPFR_RNDN);
        return mpfr_get_d(r24942, MPFR_RNDN);
}

static mpfr_t r24943, r24944, r24945, r24946, r24947, r24948;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24943);
        mpfr_init(r24944);
        mpfr_init(r24945);
        mpfr_init(r24946);
        mpfr_init(r24947);
        mpfr_init(r24948);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24943, x, MPFR_RNDN);
        mpfr_exp(r24944, r24943, MPFR_RNDN);
        mpfr_log1p(r24945, r24944, MPFR_RNDN);
        mpfr_set_d(r24946, y, MPFR_RNDN);
        mpfr_mul(r24947, r24946, r24943, MPFR_RNDN);
        mpfr_sub(r24948, r24945, r24947, MPFR_RNDN);
        return mpfr_get_d(r24948, MPFR_RNDN);
}

static mpfr_t r24949, r24950, r24951, r24952, r24953, r24954;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init(r24949);
        mpfr_init(r24950);
        mpfr_init(r24951);
        mpfr_init(r24952);
        mpfr_init(r24953);
        mpfr_init(r24954);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24949, x, MPFR_RNDN);
        mpfr_exp(r24950, r24949, MPFR_RNDN);
        mpfr_log1p(r24951, r24950, MPFR_RNDN);
        mpfr_set_d(r24952, y, MPFR_RNDN);
        mpfr_mul(r24953, r24952, r24949, MPFR_RNDN);
        mpfr_sub(r24954, r24951, r24953, MPFR_RNDN);
        return mpfr_get_d(r24954, MPFR_RNDN);
}