#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 r27482 = 1;
        float r27483 = x;
        float r27484 = exp(r27483);
        float r27485 = r27482 + r27484;
        float r27486 = log(r27485);
        float r27487 = y;
        float r27488 = r27483 * r27487;
        float r27489 = r27486 - r27488;
        return r27489;
}

double f_id(double x, double y) {
        double r27490 = 1;
        double r27491 = x;
        double r27492 = exp(r27491);
        double r27493 = r27490 + r27492;
        double r27494 = log(r27493);
        double r27495 = y;
        double r27496 = r27491 * r27495;
        double r27497 = r27494 - r27496;
        return r27497;
}


double f_of(float x, float y) {
        float r27498 = x;
        float r27499 = exp(r27498);
        float r27500 = log1p(r27499);
        float r27501 = y;
        float r27502 = r27501 * r27498;
        float r27503 = r27500 - r27502;
        return r27503;
}

double f_od(double x, double y) {
        double r27504 = x;
        double r27505 = exp(r27504);
        double r27506 = log1p(r27505);
        double r27507 = y;
        double r27508 = r27507 * r27504;
        double r27509 = r27506 - r27508;
        return r27509;
}

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 r27510, r27511, r27512, r27513, r27514, r27515, r27516, r27517;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27510, "1", 10, MPFR_RNDN);
        mpfr_init(r27511);
        mpfr_init(r27512);
        mpfr_init(r27513);
        mpfr_init(r27514);
        mpfr_init(r27515);
        mpfr_init(r27516);
        mpfr_init(r27517);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27511, x, MPFR_RNDN);
        mpfr_exp(r27512, r27511, MPFR_RNDN);
        mpfr_add(r27513, r27510, r27512, MPFR_RNDN);
        mpfr_log(r27514, r27513, MPFR_RNDN);
        mpfr_set_d(r27515, y, MPFR_RNDN);
        mpfr_mul(r27516, r27511, r27515, MPFR_RNDN);
        mpfr_sub(r27517, r27514, r27516, MPFR_RNDN);
        return mpfr_get_d(r27517, MPFR_RNDN);
}

static mpfr_t r27518, r27519, r27520, r27521, r27522, r27523;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27518);
        mpfr_init(r27519);
        mpfr_init(r27520);
        mpfr_init(r27521);
        mpfr_init(r27522);
        mpfr_init(r27523);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27518, x, MPFR_RNDN);
        mpfr_exp(r27519, r27518, MPFR_RNDN);
        mpfr_log1p(r27520, r27519, MPFR_RNDN);
        mpfr_set_d(r27521, y, MPFR_RNDN);
        mpfr_mul(r27522, r27521, r27518, MPFR_RNDN);
        mpfr_sub(r27523, r27520, r27522, MPFR_RNDN);
        return mpfr_get_d(r27523, MPFR_RNDN);
}

static mpfr_t r27524, r27525, r27526, r27527, r27528, r27529;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27524);
        mpfr_init(r27525);
        mpfr_init(r27526);
        mpfr_init(r27527);
        mpfr_init(r27528);
        mpfr_init(r27529);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27524, x, MPFR_RNDN);
        mpfr_exp(r27525, r27524, MPFR_RNDN);
        mpfr_log1p(r27526, r27525, MPFR_RNDN);
        mpfr_set_d(r27527, y, MPFR_RNDN);
        mpfr_mul(r27528, r27527, r27524, MPFR_RNDN);
        mpfr_sub(r27529, r27526, r27528, MPFR_RNDN);
        return mpfr_get_d(r27529, MPFR_RNDN);
}