#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 r27514 = 1;
        float r27515 = x;
        float r27516 = exp(r27515);
        float r27517 = r27514 + r27516;
        float r27518 = log(r27517);
        float r27519 = y;
        float r27520 = r27515 * r27519;
        float r27521 = r27518 - r27520;
        return r27521;
}

double f_id(double x, double y) {
        double r27522 = 1;
        double r27523 = x;
        double r27524 = exp(r27523);
        double r27525 = r27522 + r27524;
        double r27526 = log(r27525);
        double r27527 = y;
        double r27528 = r27523 * r27527;
        double r27529 = r27526 - r27528;
        return r27529;
}


double f_of(float x, float y) {
        float r27530 = x;
        float r27531 = exp(r27530);
        float r27532 = log1p(r27531);
        float r27533 = y;
        float r27534 = r27533 * r27530;
        float r27535 = r27532 - r27534;
        return r27535;
}

double f_od(double x, double y) {
        double r27536 = x;
        double r27537 = exp(r27536);
        double r27538 = log1p(r27537);
        double r27539 = y;
        double r27540 = r27539 * r27536;
        double r27541 = r27538 - r27540;
        return r27541;
}

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 r27542, r27543, r27544, r27545, r27546, r27547, r27548, r27549;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r27542, "1", 10, MPFR_RNDN);
        mpfr_init(r27543);
        mpfr_init(r27544);
        mpfr_init(r27545);
        mpfr_init(r27546);
        mpfr_init(r27547);
        mpfr_init(r27548);
        mpfr_init(r27549);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27543, x, MPFR_RNDN);
        mpfr_exp(r27544, r27543, MPFR_RNDN);
        mpfr_add(r27545, r27542, r27544, MPFR_RNDN);
        mpfr_log(r27546, r27545, MPFR_RNDN);
        mpfr_set_d(r27547, y, MPFR_RNDN);
        mpfr_mul(r27548, r27543, r27547, MPFR_RNDN);
        mpfr_sub(r27549, r27546, r27548, MPFR_RNDN);
        return mpfr_get_d(r27549, MPFR_RNDN);
}

static mpfr_t r27550, r27551, r27552, r27553, r27554, r27555;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r27550);
        mpfr_init(r27551);
        mpfr_init(r27552);
        mpfr_init(r27553);
        mpfr_init(r27554);
        mpfr_init(r27555);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27550, x, MPFR_RNDN);
        mpfr_exp(r27551, r27550, MPFR_RNDN);
        mpfr_log1p(r27552, r27551, MPFR_RNDN);
        mpfr_set_d(r27553, y, MPFR_RNDN);
        mpfr_mul(r27554, r27553, r27550, MPFR_RNDN);
        mpfr_sub(r27555, r27552, r27554, MPFR_RNDN);
        return mpfr_get_d(r27555, MPFR_RNDN);
}

static mpfr_t r27556, r27557, r27558, r27559, r27560, r27561;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r27556);
        mpfr_init(r27557);
        mpfr_init(r27558);
        mpfr_init(r27559);
        mpfr_init(r27560);
        mpfr_init(r27561);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27556, x, MPFR_RNDN);
        mpfr_exp(r27557, r27556, MPFR_RNDN);
        mpfr_log1p(r27558, r27557, MPFR_RNDN);
        mpfr_set_d(r27559, y, MPFR_RNDN);
        mpfr_mul(r27560, r27559, r27556, MPFR_RNDN);
        mpfr_sub(r27561, r27558, r27560, MPFR_RNDN);
        return mpfr_get_d(r27561, MPFR_RNDN);
}