#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 r27461 = 1;
        float r27462 = x;
        float r27463 = exp(r27462);
        float r27464 = r27461 + r27463;
        float r27465 = log(r27464);
        float r27466 = y;
        float r27467 = r27462 * r27466;
        float r27468 = r27465 - r27467;
        return r27468;
}

double f_id(double x, double y) {
        double r27469 = 1;
        double r27470 = x;
        double r27471 = exp(r27470);
        double r27472 = r27469 + r27471;
        double r27473 = log(r27472);
        double r27474 = y;
        double r27475 = r27470 * r27474;
        double r27476 = r27473 - r27475;
        return r27476;
}


double f_of(float x, float y) {
        float r27477 = x;
        float r27478 = exp(r27477);
        float r27479 = log1p(r27478);
        float r27480 = y;
        float r27481 = r27480 * r27477;
        float r27482 = r27479 - r27481;
        return r27482;
}

double f_od(double x, double y) {
        double r27483 = x;
        double r27484 = exp(r27483);
        double r27485 = log1p(r27484);
        double r27486 = y;
        double r27487 = r27486 * r27483;
        double r27488 = r27485 - r27487;
        return r27488;
}

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 r27489, r27490, r27491, r27492, r27493, r27494, r27495, r27496;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27489, "1", 10, MPFR_RNDN);
        mpfr_init(r27490);
        mpfr_init(r27491);
        mpfr_init(r27492);
        mpfr_init(r27493);
        mpfr_init(r27494);
        mpfr_init(r27495);
        mpfr_init(r27496);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27490, x, MPFR_RNDN);
        mpfr_exp(r27491, r27490, MPFR_RNDN);
        mpfr_add(r27492, r27489, r27491, MPFR_RNDN);
        mpfr_log(r27493, r27492, MPFR_RNDN);
        mpfr_set_d(r27494, y, MPFR_RNDN);
        mpfr_mul(r27495, r27490, r27494, MPFR_RNDN);
        mpfr_sub(r27496, r27493, r27495, MPFR_RNDN);
        return mpfr_get_d(r27496, MPFR_RNDN);
}

static mpfr_t r27497, r27498, r27499, r27500, r27501, r27502;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27497);
        mpfr_init(r27498);
        mpfr_init(r27499);
        mpfr_init(r27500);
        mpfr_init(r27501);
        mpfr_init(r27502);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27497, x, MPFR_RNDN);
        mpfr_exp(r27498, r27497, MPFR_RNDN);
        mpfr_log1p(r27499, r27498, MPFR_RNDN);
        mpfr_set_d(r27500, y, MPFR_RNDN);
        mpfr_mul(r27501, r27500, r27497, MPFR_RNDN);
        mpfr_sub(r27502, r27499, r27501, MPFR_RNDN);
        return mpfr_get_d(r27502, MPFR_RNDN);
}

static mpfr_t r27503, r27504, r27505, r27506, r27507, r27508;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27503);
        mpfr_init(r27504);
        mpfr_init(r27505);
        mpfr_init(r27506);
        mpfr_init(r27507);
        mpfr_init(r27508);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27503, x, MPFR_RNDN);
        mpfr_exp(r27504, r27503, MPFR_RNDN);
        mpfr_log1p(r27505, r27504, MPFR_RNDN);
        mpfr_set_d(r27506, y, MPFR_RNDN);
        mpfr_mul(r27507, r27506, r27503, MPFR_RNDN);
        mpfr_sub(r27508, r27505, r27507, MPFR_RNDN);
        return mpfr_get_d(r27508, MPFR_RNDN);
}