#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 r27507 = 1;
        float r27508 = x;
        float r27509 = exp(r27508);
        float r27510 = r27507 + r27509;
        float r27511 = log(r27510);
        float r27512 = y;
        float r27513 = r27508 * r27512;
        float r27514 = r27511 - r27513;
        return r27514;
}

double f_id(double x, double y) {
        double r27515 = 1;
        double r27516 = x;
        double r27517 = exp(r27516);
        double r27518 = r27515 + r27517;
        double r27519 = log(r27518);
        double r27520 = y;
        double r27521 = r27516 * r27520;
        double r27522 = r27519 - r27521;
        return r27522;
}


double f_of(float x, float y) {
        float r27523 = 1;
        float r27524 = x;
        float r27525 = exp(r27524);
        float r27526 = r27523 + r27525;
        float r27527 = log(r27526);
        float r27528 = y;
        float r27529 = r27524 * r27528;
        float r27530 = r27527 - r27529;
        return r27530;
}

double f_od(double x, double y) {
        double r27531 = 1;
        double r27532 = x;
        double r27533 = exp(r27532);
        double r27534 = r27531 + r27533;
        double r27535 = log(r27534);
        double r27536 = y;
        double r27537 = r27532 * r27536;
        double r27538 = r27535 - r27537;
        return r27538;
}

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 r27539, r27540, r27541, r27542, r27543, r27544, r27545, r27546;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r27539, "1", 10, MPFR_RNDN);
        mpfr_init(r27540);
        mpfr_init(r27541);
        mpfr_init(r27542);
        mpfr_init(r27543);
        mpfr_init(r27544);
        mpfr_init(r27545);
        mpfr_init(r27546);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27540, x, MPFR_RNDN);
        mpfr_exp(r27541, r27540, MPFR_RNDN);
        mpfr_add(r27542, r27539, r27541, MPFR_RNDN);
        mpfr_log(r27543, r27542, MPFR_RNDN);
        mpfr_set_d(r27544, y, MPFR_RNDN);
        mpfr_mul(r27545, r27540, r27544, MPFR_RNDN);
        mpfr_sub(r27546, r27543, r27545, MPFR_RNDN);
        return mpfr_get_d(r27546, MPFR_RNDN);
}

static mpfr_t r27547, r27548, r27549, r27550, r27551, r27552, r27553, r27554;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r27547, "1", 10, MPFR_RNDN);
        mpfr_init(r27548);
        mpfr_init(r27549);
        mpfr_init(r27550);
        mpfr_init(r27551);
        mpfr_init(r27552);
        mpfr_init(r27553);
        mpfr_init(r27554);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r27548, x, MPFR_RNDN);
        mpfr_exp(r27549, r27548, MPFR_RNDN);
        mpfr_add(r27550, r27547, r27549, MPFR_RNDN);
        mpfr_log(r27551, r27550, MPFR_RNDN);
        mpfr_set_d(r27552, y, MPFR_RNDN);
        mpfr_mul(r27553, r27548, r27552, MPFR_RNDN);
        mpfr_sub(r27554, r27551, r27553, MPFR_RNDN);
        return mpfr_get_d(r27554, MPFR_RNDN);
}

static mpfr_t r27555, r27556, r27557, r27558, r27559, r27560, r27561, r27562;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r27555, "1", 10, MPFR_RNDN);
        mpfr_init(r27556);
        mpfr_init(r27557);
        mpfr_init(r27558);
        mpfr_init(r27559);
        mpfr_init(r27560);
        mpfr_init(r27561);
        mpfr_init(r27562);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r27556, x, MPFR_RNDN);
        mpfr_exp(r27557, r27556, MPFR_RNDN);
        mpfr_add(r27558, r27555, r27557, MPFR_RNDN);
        mpfr_log(r27559, r27558, MPFR_RNDN);
        mpfr_set_d(r27560, y, MPFR_RNDN);
        mpfr_mul(r27561, r27556, r27560, MPFR_RNDN);
        mpfr_sub(r27562, r27559, r27561, MPFR_RNDN);
        return mpfr_get_d(r27562, MPFR_RNDN);
}