#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 r24658 = 1;
        float r24659 = x;
        float r24660 = exp(r24659);
        float r24661 = r24658 + r24660;
        float r24662 = log(r24661);
        float r24663 = y;
        float r24664 = r24659 * r24663;
        float r24665 = r24662 - r24664;
        return r24665;
}

double f_id(double x, double y) {
        double r24666 = 1;
        double r24667 = x;
        double r24668 = exp(r24667);
        double r24669 = r24666 + r24668;
        double r24670 = log(r24669);
        double r24671 = y;
        double r24672 = r24667 * r24671;
        double r24673 = r24670 - r24672;
        return r24673;
}


double f_of(float x, float y) {
        float r24674 = x;
        float r24675 = exp(r24674);
        float r24676 = log1p(r24675);
        float r24677 = y;
        float r24678 = r24677 * r24674;
        float r24679 = r24676 - r24678;
        return r24679;
}

double f_od(double x, double y) {
        double r24680 = x;
        double r24681 = exp(r24680);
        double r24682 = log1p(r24681);
        double r24683 = y;
        double r24684 = r24683 * r24680;
        double r24685 = r24682 - r24684;
        return r24685;
}

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 r24686, r24687, r24688, r24689, r24690, r24691, r24692, r24693;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24686, "1", 10, MPFR_RNDN);
        mpfr_init(r24687);
        mpfr_init(r24688);
        mpfr_init(r24689);
        mpfr_init(r24690);
        mpfr_init(r24691);
        mpfr_init(r24692);
        mpfr_init(r24693);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24687, x, MPFR_RNDN);
        mpfr_exp(r24688, r24687, MPFR_RNDN);
        mpfr_add(r24689, r24686, r24688, MPFR_RNDN);
        mpfr_log(r24690, r24689, MPFR_RNDN);
        mpfr_set_d(r24691, y, MPFR_RNDN);
        mpfr_mul(r24692, r24687, r24691, MPFR_RNDN);
        mpfr_sub(r24693, r24690, r24692, MPFR_RNDN);
        return mpfr_get_d(r24693, MPFR_RNDN);
}

static mpfr_t r24694, r24695, r24696, r24697, r24698, r24699;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24694);
        mpfr_init(r24695);
        mpfr_init(r24696);
        mpfr_init(r24697);
        mpfr_init(r24698);
        mpfr_init(r24699);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24694, x, MPFR_RNDN);
        mpfr_exp(r24695, r24694, MPFR_RNDN);
        mpfr_log1p(r24696, r24695, MPFR_RNDN);
        mpfr_set_d(r24697, y, MPFR_RNDN);
        mpfr_mul(r24698, r24697, r24694, MPFR_RNDN);
        mpfr_sub(r24699, r24696, r24698, MPFR_RNDN);
        return mpfr_get_d(r24699, MPFR_RNDN);
}

static mpfr_t r24700, r24701, r24702, r24703, r24704, r24705;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24700);
        mpfr_init(r24701);
        mpfr_init(r24702);
        mpfr_init(r24703);
        mpfr_init(r24704);
        mpfr_init(r24705);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24700, x, MPFR_RNDN);
        mpfr_exp(r24701, r24700, MPFR_RNDN);
        mpfr_log1p(r24702, r24701, MPFR_RNDN);
        mpfr_set_d(r24703, y, MPFR_RNDN);
        mpfr_mul(r24704, r24703, r24700, MPFR_RNDN);
        mpfr_sub(r24705, r24702, r24704, MPFR_RNDN);
        return mpfr_get_d(r24705, MPFR_RNDN);
}