#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 r27517 = 1;
        float r27518 = x;
        float r27519 = exp(r27518);
        float r27520 = r27517 + r27519;
        float r27521 = log(r27520);
        float r27522 = y;
        float r27523 = r27518 * r27522;
        float r27524 = r27521 - r27523;
        return r27524;
}

double f_id(double x, double y) {
        double r27525 = 1;
        double r27526 = x;
        double r27527 = exp(r27526);
        double r27528 = r27525 + r27527;
        double r27529 = log(r27528);
        double r27530 = y;
        double r27531 = r27526 * r27530;
        double r27532 = r27529 - r27531;
        return r27532;
}


double f_of(float x, float y) {
        float r27533 = 1;
        float r27534 = x;
        float r27535 = exp(r27534);
        float r27536 = r27533 + r27535;
        float r27537 = log(r27536);
        float r27538 = y;
        float r27539 = r27534 * r27538;
        float r27540 = r27537 - r27539;
        return r27540;
}

double f_od(double x, double y) {
        double r27541 = 1;
        double r27542 = x;
        double r27543 = exp(r27542);
        double r27544 = r27541 + r27543;
        double r27545 = log(r27544);
        double r27546 = y;
        double r27547 = r27542 * r27546;
        double r27548 = r27545 - r27547;
        return r27548;
}

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 r27549, r27550, r27551, r27552, r27553, r27554, r27555, r27556;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r27549, "1", 10, MPFR_RNDN);
        mpfr_init(r27550);
        mpfr_init(r27551);
        mpfr_init(r27552);
        mpfr_init(r27553);
        mpfr_init(r27554);
        mpfr_init(r27555);
        mpfr_init(r27556);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27550, x, MPFR_RNDN);
        mpfr_exp(r27551, r27550, MPFR_RNDN);
        mpfr_add(r27552, r27549, r27551, MPFR_RNDN);
        mpfr_log(r27553, r27552, MPFR_RNDN);
        mpfr_set_d(r27554, y, MPFR_RNDN);
        mpfr_mul(r27555, r27550, r27554, MPFR_RNDN);
        mpfr_sub(r27556, r27553, r27555, MPFR_RNDN);
        return mpfr_get_d(r27556, MPFR_RNDN);
}

static mpfr_t r27557, r27558, r27559, r27560, r27561, r27562, r27563, r27564;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r27557, "1", 10, MPFR_RNDN);
        mpfr_init(r27558);
        mpfr_init(r27559);
        mpfr_init(r27560);
        mpfr_init(r27561);
        mpfr_init(r27562);
        mpfr_init(r27563);
        mpfr_init(r27564);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27558, x, MPFR_RNDN);
        mpfr_exp(r27559, r27558, MPFR_RNDN);
        mpfr_add(r27560, r27557, r27559, MPFR_RNDN);
        mpfr_log(r27561, r27560, MPFR_RNDN);
        mpfr_set_d(r27562, y, MPFR_RNDN);
        mpfr_mul(r27563, r27558, r27562, MPFR_RNDN);
        mpfr_sub(r27564, r27561, r27563, MPFR_RNDN);
        return mpfr_get_d(r27564, MPFR_RNDN);
}

static mpfr_t r27565, r27566, r27567, r27568, r27569, r27570, r27571, r27572;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r27565, "1", 10, MPFR_RNDN);
        mpfr_init(r27566);
        mpfr_init(r27567);
        mpfr_init(r27568);
        mpfr_init(r27569);
        mpfr_init(r27570);
        mpfr_init(r27571);
        mpfr_init(r27572);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27566, x, MPFR_RNDN);
        mpfr_exp(r27567, r27566, MPFR_RNDN);
        mpfr_add(r27568, r27565, r27567, MPFR_RNDN);
        mpfr_log(r27569, r27568, MPFR_RNDN);
        mpfr_set_d(r27570, y, MPFR_RNDN);
        mpfr_mul(r27571, r27566, r27570, MPFR_RNDN);
        mpfr_sub(r27572, r27569, r27571, MPFR_RNDN);
        return mpfr_get_d(r27572, MPFR_RNDN);
}