#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 r27512 = 1;
        float r27513 = x;
        float r27514 = exp(r27513);
        float r27515 = r27512 + r27514;
        float r27516 = log(r27515);
        float r27517 = y;
        float r27518 = r27513 * r27517;
        float r27519 = r27516 - r27518;
        return r27519;
}

double f_id(double x, double y) {
        double r27520 = 1;
        double r27521 = x;
        double r27522 = exp(r27521);
        double r27523 = r27520 + r27522;
        double r27524 = log(r27523);
        double r27525 = y;
        double r27526 = r27521 * r27525;
        double r27527 = r27524 - r27526;
        return r27527;
}


double f_of(float x, float y) {
        float r27528 = x;
        float r27529 = exp(r27528);
        float r27530 = log1p(r27529);
        float r27531 = y;
        float r27532 = r27531 * r27528;
        float r27533 = r27530 - r27532;
        return r27533;
}

double f_od(double x, double y) {
        double r27534 = x;
        double r27535 = exp(r27534);
        double r27536 = log1p(r27535);
        double r27537 = y;
        double r27538 = r27537 * r27534;
        double r27539 = r27536 - r27538;
        return r27539;
}

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 r27540, r27541, r27542, r27543, r27544, r27545, r27546, r27547;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r27540, "1", 10, MPFR_RNDN);
        mpfr_init(r27541);
        mpfr_init(r27542);
        mpfr_init(r27543);
        mpfr_init(r27544);
        mpfr_init(r27545);
        mpfr_init(r27546);
        mpfr_init(r27547);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r27541, x, MPFR_RNDN);
        mpfr_exp(r27542, r27541, MPFR_RNDN);
        mpfr_add(r27543, r27540, r27542, MPFR_RNDN);
        mpfr_log(r27544, r27543, MPFR_RNDN);
        mpfr_set_d(r27545, y, MPFR_RNDN);
        mpfr_mul(r27546, r27541, r27545, MPFR_RNDN);
        mpfr_sub(r27547, r27544, r27546, MPFR_RNDN);
        return mpfr_get_d(r27547, MPFR_RNDN);
}

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

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27548);
        mpfr_init(r27549);
        mpfr_init(r27550);
        mpfr_init(r27551);
        mpfr_init(r27552);
        mpfr_init(r27553);
}

double f_fm(double x, double y) {
        mpfr_set_d(r27548, x, MPFR_RNDN);
        mpfr_exp(r27549, r27548, MPFR_RNDN);
        mpfr_log1p(r27550, r27549, MPFR_RNDN);
        mpfr_set_d(r27551, y, MPFR_RNDN);
        mpfr_mul(r27552, r27551, r27548, MPFR_RNDN);
        mpfr_sub(r27553, r27550, r27552, MPFR_RNDN);
        return mpfr_get_d(r27553, MPFR_RNDN);
}

static mpfr_t r27554, r27555, r27556, r27557, r27558, r27559;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r27554);
        mpfr_init(r27555);
        mpfr_init(r27556);
        mpfr_init(r27557);
        mpfr_init(r27558);
        mpfr_init(r27559);
}

double f_dm(double x, double y) {
        mpfr_set_d(r27554, x, MPFR_RNDN);
        mpfr_exp(r27555, r27554, MPFR_RNDN);
        mpfr_log1p(r27556, r27555, MPFR_RNDN);
        mpfr_set_d(r27557, y, MPFR_RNDN);
        mpfr_mul(r27558, r27557, r27554, MPFR_RNDN);
        mpfr_sub(r27559, r27556, r27558, MPFR_RNDN);
        return mpfr_get_d(r27559, MPFR_RNDN);
}