#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 r24699 = 1;
        float r24700 = x;
        float r24701 = exp(r24700);
        float r24702 = r24699 + r24701;
        float r24703 = log(r24702);
        float r24704 = y;
        float r24705 = r24700 * r24704;
        float r24706 = r24703 - r24705;
        return r24706;
}

double f_id(double x, double y) {
        double r24707 = 1;
        double r24708 = x;
        double r24709 = exp(r24708);
        double r24710 = r24707 + r24709;
        double r24711 = log(r24710);
        double r24712 = y;
        double r24713 = r24708 * r24712;
        double r24714 = r24711 - r24713;
        return r24714;
}


double f_of(float x, float y) {
        float r24715 = x;
        float r24716 = exp(r24715);
        float r24717 = log1p(r24716);
        float r24718 = y;
        float r24719 = r24718 * r24715;
        float r24720 = r24717 - r24719;
        return r24720;
}

double f_od(double x, double y) {
        double r24721 = x;
        double r24722 = exp(r24721);
        double r24723 = log1p(r24722);
        double r24724 = y;
        double r24725 = r24724 * r24721;
        double r24726 = r24723 - r24725;
        return r24726;
}

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 r24727, r24728, r24729, r24730, r24731, r24732, r24733, r24734;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24727, "1", 10, MPFR_RNDN);
        mpfr_init(r24728);
        mpfr_init(r24729);
        mpfr_init(r24730);
        mpfr_init(r24731);
        mpfr_init(r24732);
        mpfr_init(r24733);
        mpfr_init(r24734);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24728, x, MPFR_RNDN);
        mpfr_exp(r24729, r24728, MPFR_RNDN);
        mpfr_add(r24730, r24727, r24729, MPFR_RNDN);
        mpfr_log(r24731, r24730, MPFR_RNDN);
        mpfr_set_d(r24732, y, MPFR_RNDN);
        mpfr_mul(r24733, r24728, r24732, MPFR_RNDN);
        mpfr_sub(r24734, r24731, r24733, MPFR_RNDN);
        return mpfr_get_d(r24734, MPFR_RNDN);
}

static mpfr_t r24735, r24736, r24737, r24738, r24739, r24740;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24735);
        mpfr_init(r24736);
        mpfr_init(r24737);
        mpfr_init(r24738);
        mpfr_init(r24739);
        mpfr_init(r24740);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24735, x, MPFR_RNDN);
        mpfr_exp(r24736, r24735, MPFR_RNDN);
        mpfr_log1p(r24737, r24736, MPFR_RNDN);
        mpfr_set_d(r24738, y, MPFR_RNDN);
        mpfr_mul(r24739, r24738, r24735, MPFR_RNDN);
        mpfr_sub(r24740, r24737, r24739, MPFR_RNDN);
        return mpfr_get_d(r24740, MPFR_RNDN);
}

static mpfr_t r24741, r24742, r24743, r24744, r24745, r24746;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24741);
        mpfr_init(r24742);
        mpfr_init(r24743);
        mpfr_init(r24744);
        mpfr_init(r24745);
        mpfr_init(r24746);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24741, x, MPFR_RNDN);
        mpfr_exp(r24742, r24741, MPFR_RNDN);
        mpfr_log1p(r24743, r24742, MPFR_RNDN);
        mpfr_set_d(r24744, y, MPFR_RNDN);
        mpfr_mul(r24745, r24744, r24741, MPFR_RNDN);
        mpfr_sub(r24746, r24743, r24745, MPFR_RNDN);
        return mpfr_get_d(r24746, MPFR_RNDN);
}