#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 r21508 = 1;
        float r21509 = x;
        float r21510 = exp(r21509);
        float r21511 = r21508 + r21510;
        float r21512 = log(r21511);
        float r21513 = y;
        float r21514 = r21509 * r21513;
        float r21515 = r21512 - r21514;
        return r21515;
}

double f_id(double x, double y) {
        double r21516 = 1;
        double r21517 = x;
        double r21518 = exp(r21517);
        double r21519 = r21516 + r21518;
        double r21520 = log(r21519);
        double r21521 = y;
        double r21522 = r21517 * r21521;
        double r21523 = r21520 - r21522;
        return r21523;
}


double f_of(float x, float y) {
        float r21524 = 1;
        float r21525 = x;
        float r21526 = exp(r21525);
        float r21527 = r21524 + r21526;
        float r21528 = log(r21527);
        float r21529 = y;
        float r21530 = r21525 * r21529;
        float r21531 = r21528 - r21530;
        return r21531;
}

double f_od(double x, double y) {
        double r21532 = 1;
        double r21533 = x;
        double r21534 = exp(r21533);
        double r21535 = r21532 + r21534;
        double r21536 = log(r21535);
        double r21537 = y;
        double r21538 = r21533 * r21537;
        double r21539 = r21536 - r21538;
        return r21539;
}

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 r21540, r21541, r21542, r21543, r21544, r21545, r21546, r21547;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(1168);
        mpfr_init_set_str(r21540, "1", 10, MPFR_RNDN);
        mpfr_init(r21541);
        mpfr_init(r21542);
        mpfr_init(r21543);
        mpfr_init(r21544);
        mpfr_init(r21545);
        mpfr_init(r21546);
        mpfr_init(r21547);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r21541, x, MPFR_RNDN);
        mpfr_exp(r21542, r21541, MPFR_RNDN);
        mpfr_add(r21543, r21540, r21542, MPFR_RNDN);
        mpfr_log(r21544, r21543, MPFR_RNDN);
        mpfr_set_d(r21545, y, MPFR_RNDN);
        mpfr_mul(r21546, r21541, r21545, MPFR_RNDN);
        mpfr_sub(r21547, r21544, r21546, MPFR_RNDN);
        return mpfr_get_d(r21547, MPFR_RNDN);
}

static mpfr_t r21548, r21549, r21550, r21551, r21552, r21553, r21554, r21555;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(1168);
        mpfr_init_set_str(r21548, "1", 10, MPFR_RNDN);
        mpfr_init(r21549);
        mpfr_init(r21550);
        mpfr_init(r21551);
        mpfr_init(r21552);
        mpfr_init(r21553);
        mpfr_init(r21554);
        mpfr_init(r21555);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r21549, x, MPFR_RNDN);
        mpfr_exp(r21550, r21549, MPFR_RNDN);
        mpfr_add(r21551, r21548, r21550, MPFR_RNDN);
        mpfr_log(r21552, r21551, MPFR_RNDN);
        mpfr_set_d(r21553, y, MPFR_RNDN);
        mpfr_mul(r21554, r21549, r21553, MPFR_RNDN);
        mpfr_sub(r21555, r21552, r21554, MPFR_RNDN);
        return mpfr_get_d(r21555, MPFR_RNDN);
}

static mpfr_t r21556, r21557, r21558, r21559, r21560, r21561, r21562, r21563;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(1168);
        mpfr_init_set_str(r21556, "1", 10, MPFR_RNDN);
        mpfr_init(r21557);
        mpfr_init(r21558);
        mpfr_init(r21559);
        mpfr_init(r21560);
        mpfr_init(r21561);
        mpfr_init(r21562);
        mpfr_init(r21563);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r21557, x, MPFR_RNDN);
        mpfr_exp(r21558, r21557, MPFR_RNDN);
        mpfr_add(r21559, r21556, r21558, MPFR_RNDN);
        mpfr_log(r21560, r21559, MPFR_RNDN);
        mpfr_set_d(r21561, y, MPFR_RNDN);
        mpfr_mul(r21562, r21557, r21561, MPFR_RNDN);
        mpfr_sub(r21563, r21560, r21562, MPFR_RNDN);
        return mpfr_get_d(r21563, MPFR_RNDN);
}