#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 r24547 = 1;
        float r24548 = x;
        float r24549 = exp(r24548);
        float r24550 = r24547 + r24549;
        float r24551 = log(r24550);
        float r24552 = y;
        float r24553 = r24548 * r24552;
        float r24554 = r24551 - r24553;
        return r24554;
}

double f_id(double x, double y) {
        double r24555 = 1;
        double r24556 = x;
        double r24557 = exp(r24556);
        double r24558 = r24555 + r24557;
        double r24559 = log(r24558);
        double r24560 = y;
        double r24561 = r24556 * r24560;
        double r24562 = r24559 - r24561;
        return r24562;
}


double f_of(float x, float y) {
        float r24563 = 1;
        float r24564 = x;
        float r24565 = exp(r24564);
        float r24566 = r24563 + r24565;
        float r24567 = log(r24566);
        float r24568 = y;
        float r24569 = r24564 * r24568;
        float r24570 = r24567 - r24569;
        return r24570;
}

double f_od(double x, double y) {
        double r24571 = 1;
        double r24572 = x;
        double r24573 = exp(r24572);
        double r24574 = r24571 + r24573;
        double r24575 = log(r24574);
        double r24576 = y;
        double r24577 = r24572 * r24576;
        double r24578 = r24575 - r24577;
        return r24578;
}

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 r24579, r24580, r24581, r24582, r24583, r24584, r24585, r24586;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24579, "1", 10, MPFR_RNDN);
        mpfr_init(r24580);
        mpfr_init(r24581);
        mpfr_init(r24582);
        mpfr_init(r24583);
        mpfr_init(r24584);
        mpfr_init(r24585);
        mpfr_init(r24586);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24580, x, MPFR_RNDN);
        mpfr_exp(r24581, r24580, MPFR_RNDN);
        mpfr_add(r24582, r24579, r24581, MPFR_RNDN);
        mpfr_log(r24583, r24582, MPFR_RNDN);
        mpfr_set_d(r24584, y, MPFR_RNDN);
        mpfr_mul(r24585, r24580, r24584, MPFR_RNDN);
        mpfr_sub(r24586, r24583, r24585, MPFR_RNDN);
        return mpfr_get_d(r24586, MPFR_RNDN);
}

static mpfr_t r24587, r24588, r24589, r24590, r24591, r24592, r24593, r24594;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24587, "1", 10, MPFR_RNDN);
        mpfr_init(r24588);
        mpfr_init(r24589);
        mpfr_init(r24590);
        mpfr_init(r24591);
        mpfr_init(r24592);
        mpfr_init(r24593);
        mpfr_init(r24594);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24588, x, MPFR_RNDN);
        mpfr_exp(r24589, r24588, MPFR_RNDN);
        mpfr_add(r24590, r24587, r24589, MPFR_RNDN);
        mpfr_log(r24591, r24590, MPFR_RNDN);
        mpfr_set_d(r24592, y, MPFR_RNDN);
        mpfr_mul(r24593, r24588, r24592, MPFR_RNDN);
        mpfr_sub(r24594, r24591, r24593, MPFR_RNDN);
        return mpfr_get_d(r24594, MPFR_RNDN);
}

static mpfr_t r24595, r24596, r24597, r24598, r24599, r24600, r24601, r24602;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24595, "1", 10, MPFR_RNDN);
        mpfr_init(r24596);
        mpfr_init(r24597);
        mpfr_init(r24598);
        mpfr_init(r24599);
        mpfr_init(r24600);
        mpfr_init(r24601);
        mpfr_init(r24602);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24596, x, MPFR_RNDN);
        mpfr_exp(r24597, r24596, MPFR_RNDN);
        mpfr_add(r24598, r24595, r24597, MPFR_RNDN);
        mpfr_log(r24599, r24598, MPFR_RNDN);
        mpfr_set_d(r24600, y, MPFR_RNDN);
        mpfr_mul(r24601, r24596, r24600, MPFR_RNDN);
        mpfr_sub(r24602, r24599, r24601, MPFR_RNDN);
        return mpfr_get_d(r24602, MPFR_RNDN);
}